See log groups, services, trends, and potential savings in one view.
Click to enlarge ↗Measurable Impact. From Day One.
Fixing telemetry at the source pays off in three places at once – the bill, the incident, and your engineers' calendars. These are typical results from the first cleanup cycle.
Finance gets the savings. Without shutting down observability or losing visibility.
DevOps and SRE get clean dashboards and alerts that fire on real issues.
Developers stay focused on product. No more being pulled into telemetry cleanup.
How It Feels When It's Fixed.
Get DevOps and dev on the same page
DevOps stops chasing developers to clean up their telemetry. Obics finds the waste, generates the PR, and assigns it to the right owner. No more awkward conversations.
Never shut down observability to meet budget
When the only option left is turning off ingestion, everyone loses. Obics gives you a third path – reduce cost by fixing quality, without sacrificing visibility.
Free up expensive engineering time
Telemetry cleanup isn't why you hired senior engineers. Obics automates the detection and generates the fix – your developers review a PR instead of spending days hunting noisy logs.
Give finance the proof they need
Map every dollar of observability spend to a service, a code owner, and a data type. Walk into budget reviews with a reduction plan, not an apology.
Ship the fix, not another filter rule
Pipeline rules are maintenance forever. A merged PR eliminates noise at the source. One fix, permanent result, zero ongoing overhead.
Keep your tools, improve performance
Reduce telemetry costs while staying with your favorite observability vendor. No need for a lengthy migration to a low-cost tool.
Fix telemetry once. Fix it at the source.
Obics is an agentic telemetry management platform that controls how telemetry is created and evolves across the development lifecycle.
Three steps. Read-only integration. No agents. No overhead.
Datadog
Grafana
Splunk
GitHub
GitLabBad telemetry breaks systems. Cost is just the symptom.
Modern systems run on telemetry. But most of it is noisy, redundant, and low value.
As a result:
- —Low trust in your telemetry
- —Slower incident response
- —Growing cost with no added value
- —Constant operational friction between teams
As systems become more automated and AI-driven, bad telemetry becomes a hard blocker.
Everyone wants it fixed. Nobody owns the fix.
Bad telemetry survives because it falls between three teams. Each one can see the problem. None of them can close it alone.
The Symptom
Finance sets a number
The Reality
The mandate is a target, not a plan – a percentage off the bill, with no map of where the waste actually is.
Pressure without a path
The Symptom
DevOps own the bill, not the code
The Reality
They can see which services are noisy, but the lines that emit the noise live in repositories they don't own and can't safely change.
Friction between teams
The Symptom
Developers own the code, not the goal
The Reality
Telemetry cleanup ships no feature and nobody is measured on it, so it slips to the next sprint every time.
The waste stays
So the last lever left is turning ingestion off – trading visibility for budget. Obics closes the gap instead: it finds the waste, writes the fix, and puts it in front of the developer who owns the code.
Built for Your Whole Engineering Org
The same three teams the ownership gap sits between – and what changes for each one once the fix has an owner.